{"id":"W4318065623","doi":"10.1080/09593330.2023.2173660","title":"Persulfate activated with calcium peroxide to remediate RAFT soil contaminated with diesel in Arctic northern villages: on-site pilot scale study","year":2023,"lang":"en","type":"article","venue":"Environmental Technology","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Diesel fuel; Environmental remediation; Environmental science; Oxidizing agent; Environmental chemistry; Context (archaeology); Contamination; Environmental engineering; Soil water; Chemistry; Persulfate; Waste management; Soil science; Geology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002111864,0.000301155,0.000272324,0.0003468493,0.0001728246,0.00001496235,0.0002685948,0.0001069302,0.0003551437],"category_scores_gemma":[0.0000260199,0.0002486333,0.0000236453,0.001038042,0.0004126288,0.0001435032,0.0002879356,0.0003192015,0.001866945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007864087,"about_ca_system_score_gemma":0.000009979789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004868321,"about_ca_topic_score_gemma":0.01380057,"domain_scores_codex":[0.9979698,0.00008210965,0.0002657743,0.0007183288,0.000448897,0.0005150557],"domain_scores_gemma":[0.9992737,0.00004961108,0.0001034303,0.0004464833,0.000004608186,0.000122196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003632588,0.0006513877,0.7069871,0.000003821604,0.00002972302,0.0001700897,0.003244654,0.001527683,0.2810712,0.000004805011,0.00003189425,0.005914395],"study_design_scores_gemma":[0.003353653,0.003891128,0.9289253,0.00004710893,0.00002557689,0.00002137379,0.01580564,0.0002639824,0.04667503,0.00002045006,0.0005193845,0.0004513371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965479,0.000003691262,0.00005803084,0.001400781,0.00003795531,0.001128237,0.00001260224,0.0003023398,0.0005084655],"genre_scores_gemma":[0.997676,0.00001105349,0.00008214049,0.0001936478,0.000008592445,0.0002847203,0.0000421511,0.00005180228,0.001649913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2343962,"threshold_uncertainty_score":0.9999966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008223716594939567,"score_gpt":0.2142530102971564,"score_spread":0.2060292937022168,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}